An Improved High-Intelligence Method of Gas and Oil Pipeline Prewarning System in Real Soil Environment

Figure 7

The improved neural network. (a) The flow of an improved neural network. (b) The convolutional layers. (c) The LSTM flow.

(a)

(b)

(c)